| --- |
| license: apache-2.0 |
| base_model: openbmb/MiniCPM3-4B |
| pipeline_tag: text-generation |
| library_name: rkllm |
| tags: |
| - rkllm |
| - rockchip |
| - rk3576 |
| - rk3588 |
| - minicpm3 |
| --- |
| |
| # MiniCPM3-4B-RKLLM |
|
|
| RKLLM-converted MiniCPM3-4B language-model artifacts for Rockchip RK3576 and RK3588 NPUs. |
|
|
| These are hardware-specific `.rkllm` binaries, not Transformers checkpoints. They require a compatible Rockchip RKLLM runtime and cannot be loaded directly with Transformers, llama.cpp, or Ollama. |
|
|
| ## Base model |
|
|
| - Upstream model: [openbmb/MiniCPM3-4B](https://huggingface.co/openbmb/MiniCPM3-4B) |
| - License: Apache-2.0 |
| - Model type: LLM (text only) |
|
|
| ## Conversion and variants |
|
|
| ### Toolkit version |
|
|
| **RKLLM Toolkit: v1.3.0** |
|
|
| Use a file built for the exact target SoC. |
|
|
| | Target | Quantization | File | SHA256 | |
| | --- | --- | --- | --- | |
| | RK3576 | W4A16 (g128) | [MiniCPM3-4B_RK3576_w4a16_g128.rkllm](RK3576/MiniCPM3-4B_RK3576_w4a16_g128.rkllm) | `ec05211d17c4bb05a685588ff335608233b59722f6ecc296976d61dbc88c4128` | |
| | RK3576 | W8A8 | [MiniCPM3-4B_RK3576_w8a8.rkllm](RK3576/MiniCPM3-4B_RK3576_w8a8.rkllm) | `3795c6a22e5f12de0c4243fc187da55f516b530de3125734874d340856160aec` | |
| | RK3588 | W8A8 | [MiniCPM3-4B_RK3588_w8a8.rkllm](RK3588/MiniCPM3-4B_RK3588_w8a8.rkllm) | `3815a59593df7aebda90f86844caf2fd625d9d0e996e35aa31fd74790d10b130` | |
|
|
| The repository also includes `MiniCPM3-4B_data_quant.json`, used as calibration data during conversion. |
|
|
| ## Usage |
|
|
| ```bash |
| hf download HanzoHuang/MiniCPM3-4B-RKLLM \ |
| RK3576/MiniCPM3-4B_RK3576_w4a16_g128.rkllm \ |
| --local-dir MiniCPM3-4B-RKLLM |
| ``` |
|
|
| Run the downloaded file with the RKLLM runtime and the upstream MiniCPM3 chat template. For Docker deployment, see [Hanzo-Huang/rkllm-docker](https://github.com/Hanzo-Huang/rkllm-docker). |
|
|
| ## Limitations |
|
|
| These artifacts are target-specific conversions. Validate quality, memory use, and runtime compatibility on your own hardware. |
|
|
| ## Acknowledgements |
|
|
| Thanks to OpenBMB, Rockchip, and the RKLLM community. |
|
|
